{"id":"W7133216295","doi":"10.2310/6620.2010.00008e","title":"Comparison of Cosmetic Preservatives for Mildness","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004079165,0.00006260002,0.0001384136,0.00003834157,0.00002566444,0.00001130687,0.0001047567,0.00004372251,0.00002673666],"category_scores_gemma":[0.00004042239,0.00006518199,0.0000358057,0.00005004945,0.00004069466,0.00006023439,0.000009871987,0.00007987563,0.000007001371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004172,"about_ca_system_score_gemma":0.000005166521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007495386,"about_ca_topic_score_gemma":0.0000205146,"domain_scores_codex":[0.9996257,0.000005186981,0.0001438606,0.00005529197,0.00006157697,0.0001084292],"domain_scores_gemma":[0.9996886,0.00008349273,0.00002380448,0.0001412884,0.0000325898,0.00003023215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000075587,0.0002211314,0.04289741,0.003677647,0.0002800504,0.000003057769,0.01779308,0.02867316,0.08537246,0.01331932,0.7331384,0.07461667],"study_design_scores_gemma":[0.0008620429,0.00006312196,0.06474923,0.0001220209,0.00004229388,0.000006072715,0.0002595459,0.4368834,0.1892523,0.002165078,0.3052036,0.0003912414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610785,0.0001162948,0.03330187,0.0001477099,0.0007777371,0.000187428,0.00005101929,0.0002089427,0.004130509],"genre_scores_gemma":[0.9908199,0.000004447817,0.008950116,0.00003383855,0.00003330111,0.00003299912,0.00001617354,0.00001607426,0.00009312467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4279348,"threshold_uncertainty_score":0.2658044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984525785706476,"score_gpt":0.2993519049124357,"score_spread":0.269506647055371,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}